research
∙
07/14/2023
MGit: A Model Versioning and Management System
Models derived from other models are extremely common in machine learnin...
share
research
∙
06/28/2023
Mediation with External Summary Statistic Information (MESSI)
Environmental health studies are increasingly measuring endogenous omics...
research
∙
05/12/2023
Monitoring and Adapting ML Models on Mobile Devices
ML models are increasingly being pushed to mobile devices, for low-laten...
research
∙
04/22/2022
A Tale of Two Models: Constructing Evasive Attacks on Edge Models
Full-precision deep learning models are typically too large or costly to...
research
∙
03/24/2022
Methods for Large-scale Single Mediator Hypothesis Testing: Possible Choices and Comparisons
Mediation hypothesis testing for a large number of mediators is challeng...
research
∙
10/15/2021
Performance, Successes and Limitations of Deep Learning Semantic Segmentation of Multiple Defects in Transmission Electron Micrographs
In this work, we perform semantic segmentation of multiple defect types ...
research
∙
08/19/2021
Multi defect detection and analysis of electron microscopy images with deep learning
Electron microscopy is widely used to explore defects in crystal structu...
research
∙
06/08/2021
Principled Hyperedge Prediction with Structural Spectral Features and Neural Networks
Hypergraph offers a framework to depict the multilateral relationships i...
research
∙
04/21/2021
NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results
This paper reviews the first NTIRE challenge on quality enhancement of c...
research
∙
06/20/2018
Parallelization of XPath Queries using Modern XQuery Processors
A practical and promising approach to parallelizing XPath queries was pr...
research
∙
12/06/2017